182views more  TKDE 2011»
9 years 3 months ago
Data Leakage Detection
—We study the following problem: A data distributor has given sensitive data to a set of supposedly trusted agents (third parties). Some of the data are leaked and found in an un...
Panagiotis Papadimitriou 0002, Hector Garcia-Molin...
373views more  CSUR 2010»
9 years 5 months ago
A survey of confidential data storage and deletion methods
As the amount of digital data grows, so does the theft of sensitive data through the loss or misplacement of laptops, thumb drives, external hard drives, and other electronic stor...
Sarah M. Diesburg, An-I Andy Wang
9 years 6 months ago
Structuring Protocol Implementations to Protect Sensitive Data
In a bid to limit the harm caused by ubiquitous remotely exploitable software vulnerabilities, the computer systems security community has proposed primitives to allow execution o...
Petr Marchenko, Brad Karp
148views more  JCS 2000»
9 years 8 months ago
Using Sample Size to Limit Exposure to Data Mining
Data mining introduces new problems in database security. The basic problem of using non-sensitive data to infer sensitive data is made more difficult by the "prob abilistic&...
Chris Clifton
138views Data Mining» more  DMIN 2006»
9 years 9 months ago
Quantification of a Privacy Preserving Data Mining Transformation
Data mining, with its promise to extract valuable, previously unknown and potentially useful patterns or knowledge from large data sets that contain private information is vulnerab...
Mohammed Ketel
125views Data Mining» more  DMIN 2006»
9 years 9 months ago
Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data
In this paper, we propose a post randomization technique to learn a Bayesian network (BN) from distributed heterogeneous data, in a privacy sensitive fashion. In this case, two or ...
Jianjie Ma, Krishnamoorthy Sivakumar
9 years 9 months ago
Minimizing SSO Effort in Verifying SSL Anti-phishing Indicators
In an on-line transaction, a user sends her personal sensitive data (e.g., password) to a server for authentication. This process is known as Single Sign-On (SSO). Subject to phish...
Yongdong Wu, Haixia Yao, Feng Bao
9 years 9 months ago
Airavat: Security and Privacy for MapReduce
We present Airavat, a MapReduce-based system which provides strong security and privacy guarantees for distributed computations on sensitive data. Airavat is a novel integration o...
Indrajit Roy, Srinath T. V. Setty, Ann Kilzer, Vit...
9 years 10 months ago
Sensitive Data Transaction in Hippocratic Multi-Agent Systems
The current evolution of Information Technology leads to the increase of automatic data processing over multiple information systems. The data we deal with concerns sensitive infor...
Ludivine Crépin, Yves Demazeau, Olivier Boi...
9 years 10 months ago
Dynamic Spyware Analysis
Spyware is a class of malicious code that is surreptitiously installed on victims’ machines. Once active, it silently monitors the behavior of users, records their web surfing ...
Manuel Egele, Christopher Kruegel, Engin Kirda, He...